age
int64
18
65
bmi
float64
16.8
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
47.6k
53
33.25
0
female
no
northeast
12,896.820711
62
21.4
0
male
no
southwest
10,386.664277
57
22.23
0
female
no
northeast
10,209.963612
45
25.175
2
female
no
northeast
8,969.550274
48
25.175
2
female
no
northeast
9,740.477392
46
25.175
2
female
no
northeast
9,226.52598
45
25.175
2
female
no
northeast
8,969.550274
45
25.175
2
male
no
northeast
8,950.958583
45
25.175
2
female
yes
northeast
32,620.67913
45
25.175
2
female
no
northeast
8,969.550274
25
23.9
5
male
no
southwest
3,847.688459
47
19.57
1
male
no
northwest
6,779.550131
30
44.22
2
male
no
southeast
10,858.386351
62
21.4
0
male
no
southwest
10,386.664277
29
35.5
2
male
yes
southwest
31,161.15739
52
30.875
0
female
no
northeast
11,839.250194
56
34.43
0
male
no
southeast
13,389.061052
35
30.5
1
male
no
southwest
6,941.141226
20
33.33
0
male
no
southeast
3,767.133835
36
35.2
1
male
yes
southeast
32,585.515839
43
32.6
2
male
no
southwest
10,130.120015
19
20.6
0
female
no
southwest
-914.373424
58
31.825
2
female
no
northeast
14,551.899921
30
27.7
0
female
no
southwest
4,305.716459
59
25.46
0
male
no
northwest
11,423.454948
60
24.53
0
female
no
southeast
11,098.339302
50
32.11
2
male
no
northeast
12,573.57396
26
33.915
1
male
no
northwest
6,218.652966
21
34.87
0
female
no
southeast
4,561.823762
54
28.88
2
female
no
northeast
12,531.259532
19
27.7
0
male
yes
southwest
25,111.520859
49
41.47
4
female
no
southeast
15,683.069502
28
33
2
female
no
southeast
6,580.848198
49
42.68
2
female
no
southeast
15,240.393923
42
24.985
2
female
no
northwest
7,763.898246
62
26.695
0
male
yes
northeast
36,632.49755
37
30.78
0
female
yes
northeast
31,603.71967
53
36.86
3
female
yes
northwest
38,670.012704
50
26.41
0
male
no
northwest
9,430.91152
52
18.335
0
female
no
northwest
7,241.432267
53
36.6
3
male
no
southwest
14,473.526065
30
28.405
1
female
no
northwest
5,407.76752
34
31.92
1
female
yes
northeast
31,642.356845
32
17.765
2
female
yes
northwest
26,411.461818
41
34.2
2
male
no
northwest
10,594.638715
33
28.27
1
female
no
southeast
5,846.000173
59
27.5
1
male
no
southwest
12,097.28051
61
36.1
3
male
no
southwest
16,360.785435
47
25.41
1
male
yes
southeast
32,112.11252
63
37.7
0
female
yes
southwest
39,807.969127
47
45.32
1
female
no
southeast
15,191.088065
59
27.83
3
female
no
southeast
13,229.605368
53
22.88
1
female
yes
southeast
32,819.71429
18
26.315
0
female
no
northeast
1,564.934159
27
30.4
3
female
no
northwest
6,159.897611
23
28.12
0
female
no
northwest
3,087.587418
34
34.675
0
male
no
northeast
8,476.047495
36
26.885
0
female
no
northwest
6,011.962293
62
38.83
0
male
no
southeast
16,414.122515
29
24.6
2
female
no
southwest
3,854.31141
52
24.13
1
female
yes
northwest
33,271.291244
25
22.515
1
female
no
northwest
2,137.41386
19
17.48
0
male
no
northwest
-1,545.571849
18
29.165
0
female
no
northeast
2,525.647932
23
24.51
0
male
no
northeast
2,222.76894
19
30.4
0
male
no
southwest
2,370.541894
35
34.21
1
female
no
southeast
8,362.281343
64
37.905
0
male
no
northwest
16,903.450287
43
35.64
1
female
no
southeast
10,900.129339
52
26.4
3
male
no
southeast
10,930.141387
54
47.41
0
female
yes
southeast
40,920.291512
44
38.06
1
male
no
southeast
11,954.277329
44
31.35
1
male
yes
northeast
34,001.379457
64
40.48
0
male
no
southeast
17,484.276638
50
31.825
0
male
yes
northeast
35,278.073871
25
24.3
3
female
no
southwest
3,150.559604
39
32.8
0
female
no
southwest
8,337.669827
34
42.9
1
male
no
southwest
10,864.113164
39
32.34
2
male
no
southeast
9,166.508186
49
29.83
1
male
no
northeast
11,122.748452
22
52.58
1
male
yes
southeast
34,846.524511
46
25.745
3
male
no
northwest
9,454.678501
30
43.12
2
female
no
southeast
10,506.176235
45
38.285
0
female
no
northeast
12,538.276063
60
40.92
0
male
yes
southeast
40,255.823393
19
33.11
0
female
yes
southeast
27,105.718315
32
33.63
1
male
yes
northeast
31,686.242006
47
29.37
1
female
no
southeast
9,814.461861
34
33.25
1
female
no
northeast
8,439.561084
43
27.8
0
male
yes
southwest
31,312.647055
28
23.845
2
female
no
northwest
3,781.952855
21
16.815
1
female
no
northeast
-441.239183
19
24.51
1
female
no
northwest
1,268.059266
64
25.6
2
male
no
southwest
13,166.961974
28
25.8
0
female
no
southwest
3,151.289199
19
31.92
0
male
yes
northwest
26,973.173457
26
30
1
male
no
southwest
4,459.813597
40
32.775
1
male
yes
northeast
33,453.833521
59
35.2
0
female
no
southeast
14,438.141126
42
40.37
2
female
yes
southeast
36,314.009043